Serre's A Course in Arithmetic gives essentially the following proof of the three-squares theorem, which says that an integer a$a$ is the sum of three squares if and only if it is not of the form 4^m (8n + 7)$4^m (8n + 7)$ : first one shows that the condition is necessary, which is straightforward. To show it is sufficient, a lemma of Davenport and Cassels, using Hasse-Minkowski, shows that a$a$ is the sum of three rational squares. Then something magical happens:
Let C$C$ denote the circle x^2 + y^2 + z^2 = a$x^2 + y^2 + z^2 = a$. We are given a rational point p$p$ on this circle. Round the coordinates of p$p$ to the closest integer point q$q$, then draw the line through p$p$ and q$q$, which intersects C$C$ at a rational point p'$p'$. Round the coordinates of p'$p'$ to the closest integer point q'$q'$, and repeat this process. A straightforward calculation shows that the least common multiple of the denominators of the points p'$p'$, p''$p''$, ... are strictly decreasing, so this process terminates at an integer point on C$C$.
Bjorn Poonen, after presenting this proof in class, remarked that he had no intuition for why this should work. Does anyone have a reply?
Edit: Let me suggest a possible reformulation of the question as follows. Complete the analogy: Hensel's lemma is to Newton's method as this technique is to _____________________.